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Building a Course Recommender System for The College of Wooster

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Building a Course Recommender System for The College of Wooster

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

Building a Course Recommender System for The College of WoosterThe CMege õfWđửiter, nýlangl7(<ỉ>woo$tef.eduFollow this and additional works at: https://openworks.wooster.edu/independentstudyRecommended CitationJun

g, Nan, ‘Building a Course Recommender System for The College of Uboster’ (2017). Senior Indtpindent Study Thtset. Paper 7933.httpx://opemvorkt.wooste Building a Course Recommender System for The College of Wooster

r.edu/indepcndentstudy/7933this Senior Independent Study Theses Exemplar 1« brought to you by Open Works. a service oe’ihe College of Wooster Librarie

Building a Course Recommender System for The College of Wooster

s. It has been accepted for aickision in Senior Independent Study Theses by an authorized administrator of Open Works. For more information, please co

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

Building a Course Recommender System for The College of Woosternted in Partial Fulfillment of the Requirements for the Degree Bachelor of Arts in the Department of Computer Science and Mathematics at The College o

f Woosterbỵ Nan JiangThe College of Wooster 2017Advised by:Dr. Sofia Visa (Computer Science)Dr. Robert Kelvey (Mathematics)WOOSTER©2017 by Nan Jianght Building a Course Recommender System for The College of Wooster

tps://khothuvien.cori!AbstractThe goal of this project is Io investigate the approaches for building recommender systems and to apply them to implemen

Building a Course Recommender System for The College of Wooster

t a course recommender system for the College of Wooster. There are three main objectives of this project. The first is to understand the mathematics

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

Building a Course Recommender System for The College of Woosterproduct is consist of two components: a collection of Python scripts containing the implementation code of the course recommender system, and a simple

user interface allowing people to use the recommender system without typing commands. The second goal is to analyze the pros and cons of different ap Building a Course Recommender System for The College of Wooster

proaches by comparing their performance on the same training data set which have information about students and courses at the college in the last sev

Building a Course Recommender System for The College of Wooster

en years, rhe final goal is to apply the best model to build the course recommender system that can provide helpful and personalized course recommenda

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

Building a Course Recommender System for The College of Woosterobstacles I have been facing through my research. I would like to thank my girlfriend Freya for all her love and support throughout writing this thesi

s. Last but not the least, I would like to thank my mom and aunt for supporting me spiritually and financially throughout not just the past four years Building a Course Recommender System for The College of Wooster

but also my life in general.iv

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

The College of Wooster LibrariesOpen WorksSenior Independent Study Theses2017Building a Course Recommender System for Hie College of WoosterNan JiangT

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